| | --- |
| | language: en |
| | tags: |
| | - fill-mask |
| | kwargs: |
| | timestamp: '2024-07-12T13:21:53' |
| | project_name: fp_bs8_lr2e4_x8_emissions_tracker |
| | run_id: bec0d745-5f2c-495a-b05c-de9e3e8b60fd |
| | duration: 156437.29193282127 |
| | emissions: 0.1176885479970912 |
| | emissions_rate: 7.523049430415233e-07 |
| | cpu_power: 42.5 |
| | gpu_power: 0.0 |
| | ram_power: 15.0 |
| | cpu_energy: 1.8468254952338008 |
| | gpu_energy: 0 |
| | ram_energy: 0.6518167415996413 |
| | energy_consumed: 2.4986422368334273 |
| | country_name: Switzerland |
| | country_iso_code: CHE |
| | region: .nan |
| | cloud_provider: .nan |
| | cloud_region: .nan |
| | os: Linux-5.14.0-70.30.1.el9_0.x86_64-x86_64-with-glibc2.34 |
| | python_version: 3.10.4 |
| | codecarbon_version: 2.3.4 |
| | cpu_count: 6 |
| | cpu_model: Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz |
| | gpu_count: .nan |
| | gpu_model: .nan |
| | longitude: .nan |
| | latitude: .nan |
| | ram_total_size: 40 |
| | tracking_mode: machine |
| | on_cloud: N |
| | pue: 1.0 |
| | --- |
| | |
| | ## Environmental Impact (CODE CARBON DEFAULT) |
| |
|
| | | Metric | Value | |
| | |--------------------------|---------------------------------| |
| | | Duration (in seconds) | 156437.29193282127 | |
| | | Emissions (Co2eq in kg) | 0.1176885479970912 | |
| | | CPU power (W) | 42.5 | |
| | | GPU power (W) | [No GPU] | |
| | | RAM power (W) | 15.0 | |
| | | CPU energy (kWh) | 1.8468254952338008 | |
| | | GPU energy (kWh) | [No GPU] | |
| | | RAM energy (kWh) | 0.6518167415996413 | |
| | | Consumed energy (kWh) | 2.4986422368334273 | |
| | | Country name | Switzerland | |
| | | Cloud provider | nan | |
| | | Cloud region | nan | |
| | | CPU count | 6 | |
| | | CPU model | Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz | |
| | | GPU count | nan | |
| | | GPU model | nan | |
| |
|
| | ## Environmental Impact (for one core) |
| |
|
| | | Metric | Value | |
| | |--------------------------|---------------------------------| |
| | | CPU energy (kWh) | 0.30114178697068095 | |
| | | Emissions (Co2eq in kg) | 0.06127127267368833 | |
| |
|
| | ## Note |
| |
|
| | 5 juillet 2024 ! |
| |
|
| | ## My Config |
| |
|
| | | Config | Value | |
| | |--------------------------|-----------------| |
| | | checkpoint | albert-base-v2 | |
| | | model_name | fp_bs8_lr2e4_x8 | |
| | | sequence_length | 400 | |
| | | num_epoch | 6 | |
| | | learning_rate | 0.0002 | |
| | | batch_size | 8 | |
| | | weight_decay | 0.0 | |
| | | warm_up_prop | 0.0 | |
| | | drop_out_prob | 0.1 | |
| | | packing_length | 100 | |
| | | train_test_split | 0.2 | |
| | | num_steps | 82348 | |
| | |
| | ## Training and Testing steps |
| | |
| | |
| | |
| | |
| | |
| | |
| | |
| | Epoch | Train Loss | Test Loss |
| | ---|---|--- |
| | | 0.0 | 13.384717 | 9.900207 | |
| | | 0.5 | 7.206026 | 7.082854 | |
| | | 1.0 | 7.064869 | 7.050515 | |
| | | 1.5 | 7.028292 | 7.013674 | |
| | | 2.0 | 7.006482 | 7.013616 | |
| | | 2.5 | 6.992118 | 6.981234 | |
| | | 3.0 | 6.969787 | 6.990838 | |
| | | 3.5 | 6.964780 | 6.976489 | |
| | | 4.0 | 6.972292 | 6.979837 | |
| | | 4.5 | 6.964612 | 6.974315 | |
| | | 5.0 | 6.968583 | 6.973455 | |
| | | 5.5 | 6.964287 | 6.964581 | |
| | | 6.0 | 6.958684 | 6.959856 | |
| | |
